Variable types practice
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- Probability Theory, Statistics and Exploratory Data Analysis
- Week 5
- Variable types practice
- Video: LectureIntroduction to the 5th week. Duration: 5 minutes5 min
- Video: LectureBasic statistical model. Duration: 11 minutes11 min
- Video: LectureVariable types in statistics. Conversion of categorical variables to numeric. Duration: 12 minutes12 min
- Quiz: Variable types practice4 questions
- Video: LectureMeasures of central tendency. Average, median and mode. Duration: 10 minutes10 min
- Quiz: Measures of central tendency4 questions
- Video: LectureMeasures of statistical dispersion. Sample variance, quartiles and interquartile range. Duration: 15 minutes15 min
- Quiz: Sample variance2 questions
- Video: LectureDistribution visualization. Histograms and bar plots. Duration: 10 minutes10 min
- Quiz: Data visualizations3 questions
- Video: LectureDescriptive statistics of sample vs population. Duration: 11 minutes11 min
- Video: LectureDescriptive statistics in Pandas. Duration: 11 minutes11 min
- Video: LectureBasic visualizations of statistical data in Python. Duration: 7 minutes7 min
- Video: LectureConverting columns in dataframes. Duration: 12 minutes12 min
- Video: LectureData summarization and descriprive statistics. Highlights. Duration: 2 minutes2 min